yelangjobs's repositories
codes-for-IJDSN
Matlab codes for paper entitled "Distributed Hybrid Consensus-Based Square-Root Cubature Quadrature Information Filter and Its Application to Maneuvering Target Tracking"
algo
数据结构和算法必知必会的50个代码实现
benchmark_results
Visual Tracking Paper List
Consensus
Implements consensus algorithms on fixed and time varying graphs
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
exercise
exercise for nndl
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
MIT-Linear-Algebra-Notes
Notes for MIT-Linear-Algebra
ML-Weekly-Learning
一群 ML 自学者的日常
nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
OSINT-Framework
OSINT Framework
PRML
PRML algorithms implemented in Python
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
pwc
Papers with code. Sorted by stars. Updated weekly.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
TAADpapers
Must-read Papers on Textual Adversarial Attack and Defense
VITutorial
This repository stores slides for a tutorial on variational inference for NLP audiences.